Affiliation:
1. Chicago Booth ()
2. UC Berkeley Public Health ()
Abstract
Algorithms trained to predict mismeasured proxy variables can reproduce and scale up racial bias. This mechanism of algorithmic bias is distinct from others in the literature and harder to detect. We show this using examples from health care, but the forces we consider apply to a range of other important social sectors.
Publisher
American Economic Association
Cited by
15 articles.
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